Introduction to the Theory of Neural Computation

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Basic Books, 1991 - Computers - 327 pages
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Comprehensive introduction to the neural network models currently under intensive study for computational applications. It also provides coverage of neural network applications in a variety of problems of both theoretical and practical interest.
  

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old but good text on physics and NN recommended by Arbib Read full review

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Contents

ONE Introduction
1
TWO The Hopfield Model
11
THREE Extensions of the Hopfield Model
43
FOUR Optimization Problems
71
SIX MultiLayer Networks
115
SEVEN Recurrent Networks
163
EIGHT Unsupervised Hebbian Learning
197
NINE Unsupervised Competitive Learning
217
TEN Formal Statistical Mechanics of Neural Networks
251
APPENDIX Statistical Mechanics
275
Bibliography
281
Subject Index
307
Author Index
321
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ocred document
Introduction to the Theory of Neural Computation—John Hertz,. Anders Krogh, and Richard Palmer (Reading, MA: Addison-Wesley,. 1991, 327 pp., $29.95) ...
ieeexplore.ieee.org/ iel1/ 18/ 10301/ 00481812.pdf?arnumber=481812

Marktplaats.nl > Introduction to the theory of neural computation ...
Introduction to the Theory of Neural Computation is a comprehensive introduction to the neural network models currently under intensive study for ...
boeken.marktplaats.nl/ studieboeken-en-cursussen/ 154860334-introduction-to-the-theory-of-neural-computation-hertz-ea.html

Introduction to the Theory of Neural Computation - Bibliography ...
@book{ hertz91introduction, author = "ja Hertz and A. Krogh and rg Palmer", title = "Introduction to the Theory of Neural Computation", ...
citeseer.ist.psu.edu/ hertz91introduction.html

An Exercises Supplement to the Introduction To The Theory Of ...
An Exercises Supplement. to the. Introduction To The Theory Of Neural. Computation. J. Hertz, A. Krogh, and rg Palmer. Arun Jagota ...
www.phy.duke.edu/ ~palmer/ HKP/ exercises.pdf

Introduction to the theory of neural computation
Introduction to the theory of neural computation. Purchase this Book. Source, Addison-Wesley Longman Publishing Co., Inc. Boston, MA, USA. Pages: 327 ...
portal.acm.org/ citation.cfm?id=104000& dl=ACM& coll=GUIDE

Scientific Commons: Introduction to the theory of neural ...
Introduction to the theory of neural computation / John Hertz, Anders Krogh, Richard G. Palmer (1991). Hertz, John,; Palmer, Richard G,; Krogh, Anders. S ...
de.scientificcommons.org/ 9253130

Neural Network books for beginners
Introduction to the theory of neural computation . Addison Wesley Publishing Company. Good complement to the class and the script. ...
www.ifi.unizh.ch/ ailab/ teaching/ NN2006/ nnbooks.html

Unsupervised learning of distributions
1: HERTZ J., KROGH A. AND PALMER rg, Introduction to the Theory of Neural Computation (Addison-Wesley, Reading, Mass.) 1991. 2: WATKIN tlh AND NADAL J.-P., ...
www.iop.org/ EJ/ article/ 0295-5075/ 40/ 3/ 251/ node1.html

Trends in Cognitive Sciences : An Introduction to Natural ...
Hertz, ja, Krogh, as and Palmer, rg (1991) Introduction to the Theory of Neural Computation, Addison–Wesley. 2. Sutton, rs and Barto, ...
linkinghub.elsevier.com/ retrieve/ pii/ S1364661398011826

MIT opencourseware | Brain and Cognitive Sciences | 9.520-A ...
Introduction to the Theory of Neural Computation. Addison Wesley, 1991. A good book on Neural Networks viewed from the physicist perspective. ...
ocw.mit.edu/ OcwWeb/ Brain-and-Cognitive-Sciences/ 9-520-ANetworks-for-Learning--Regression-and-ClassificationSpring200...